Vals AI MedCode — leaderboard
Metric: Accuracy (%). Source: www.vals.ai. 74 models tracked.
Top models
| # | Model | Score |
|---|---|---|
| 1 | Gemini 3.1 Pro (Preview) | 59.06 |
| 2 | Claude Fable 5 | 56.07 |
| 3 | Gemini 3 Flash (Preview) | 55.92 |
| 4 | Gemini 3.5 Flash | 55.83 |
| 5 | Claude Opus 4.7 | 54.86 |
| 6 | Claude Opus 4.8 | 53.22 |
| 7 | Gemini 3.6 Flash | 53.15 |
| 8 | GPT-5.1 | 52.73 |
| 9 | Gemini 3 Pro (Preview) | 52.2 |
| 10 | Muse Spark | 51.31 |
| 11 | Gemini 2.5 Pro | 50.59 |
| 12 | GPT-5.2 | 49.75 |
| 13 | GPT-5 | 49.63 |
| 14 | Claude Opus 4.5 (20251101) (Thinking) | 49.16 |
| 15 | Claude Opus 4.6 (Thinking) | 49.13 |
Interactive version: theaggregate.ai/benchmark?slug=vals-ai-medcode · How the rankings work · Data refreshed daily, snapshot 2026-07-22.